Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking
Juanhui Li, Yao Ma, Haitao Mao, Neil Shah, Harry Shomer, Jiliang Tang, Dawei Yin, Shenglai Zeng
Topics & Concepts
Computer scienceBenchmarkingArtificial neural networkArtificial intelligenceCurrent (fluid)GraphLink (geometry)Data miningMachine learningInterpretabilityContext (archaeology)Benchmark (surveying)Advanced Graph Neural NetworksGraph Theory and AlgorithmsComplex Network Analysis Techniques